Semi-Supervised Clustering Algorithm

A Semi-Supervised Clustering Algorithm is a Clustering Algorithm that is also a Semi-Supervised Learning Algorithm.

• Context:
  • It can range from being a Tuple-based Semi-Supervised Clustering Algorithm to being a Graph-based Semi-Supervised Clustering Algorithm.
  • …
• Counter-Example(s):
  • an Unsupervised Clustering Algorithm.
• AKA: Semi-Supervised Clustering Task.

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References

2004

• (Basu et al., 2004) ⇒ Sugato Basu, Mikhail Bilenko, and Raymond Mooney. (2004). “A Probabilistic Framework for Semi-Supervised Clustering.” In: Proceedings of the tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2004).

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